Interval Estimation of Sensor and Actuator Faults for Decoupled Multimodel

This paper addresses the estimation problem of sensor and actuator faults for nonlinear systems represented by decoupled multimodel affected by unknown but bounded disturbnces and measurement noise. For this, an interval multiobserver is designed to estimate state and default vectors simultaneously. The existence of the interval observer is formulated using Linear Matrix Inequalities (LMI) to guarantee stability conditions. Finally, the effectiveness of the proposed method is proven by simulation results.

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Published
2025-02-17
DOI
https://doi.org/10.1109/ssd64182.2025.10989923
Primary Topic
Fault Detection and Control Systems
Type
article
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article

Interval Estimation of Sensor and Actuator Faults for Decoupled Multimodel

Oumayma Abderrahim, Anis Messaoud
Fault Detection and Control Systems
article

Interval Estimation of Sensor and Actuator Faults for Decoupled Multimodel

Oumayma Abderrahim, Anis Messaoud
article en

Abstract

This paper addresses the estimation problem of sensor and actuator faults for nonlinear systems represented by decoupled multimodel affected by unknown but bounded disturbnces and measurement noise. For this, an interval multiobserver is designed to estimate state and default vectors simultaneously. The existence of the interval observer is formulated using Linear Matrix Inequalities (LMI) to guarantee stability conditions. Finally, the effectiveness of the proposed method is proven by simulation results.

University of Gabès (TN)
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Openalex Percentile: Top 88%
Fault Detection and Control Systems
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Interval Estimation of Sensor and Actuator Faults for Decoupled Multimodel — Oumayma Abderrahim, Anis Messaoud · (2025) | TGRS Research Map | TGRS